Products don’t fail loudly. They just stop being found.

A governed Product Understanding Layer for marketplaces.

Not a connector. Not a PIM. A governed Product Understanding Layer.

MIS detects hidden catalog failures before channels silently suppress the SKU.

Marketplaces read data, not intent.

Each marketplace speaks a different data dialect: attributes, enums, units, taxonomies, languages and validation rules.

  • fragmented ERP, feed and supplier inputs
  • missing decision attributes
  • wrong units and inconsistent variants
  • silent errors that pass formal validation
Product Truth Card
Facts Category meaning, attributes, variants.
Constraints Channel-specific units, enums and rules.
Reasons Explainable fix guidance.
State Review-ready now, reusable in future workflow surfaces.

The product = Product Truth Card.

A single governed view of what the product is, why a fix is proposed, where the value came from and whether publish is controlled.

Explain & fix

Turn data errors into understandable guidance, not vague rejection messages.

Review-first publish

Uncertain changes stay visible and reversible instead of moving blindly downstream.

Channel-ready proof

Give teams a repeatable quality-control layer across seller ecosystems.